Faculty profile
Sebastian Goodfellow
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Latest papers
Clinician Performance in Training Data Curation for an Arrhythmia Machine Learning Model: Is Anyone Qualified?
CJC pediatric and congenital heart disease · 2026
Association of alternative polysomnographic features with patient outcomes in obstructive sleep apnea: a systematic review.
Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2023
An integration engineering framework for machine learning in healthcare.
Frontiers in digital health · 2022
Latest funding
- $657,900
Using heart rhythm detection as a prototype to translate machine learning equitably and reproducibly to the point of care
CIHR · 2022 · Principal investigator
- $12,500
A study of induced seismicity: From micro- to macro-scale
NSERC · 2020 · Principal investigator
- $125,000
A study of induced seismicity: From micro- to macro-scale
NSERC · 2020 · Principal investigator
3 publications.
Clinician Performance in Training Data Curation for an Arrhythmia Machine Learning Model: Is Anyone Qualified?
Kim ME, Assadi A, Ehrmann D, Dixon W, Vecile S, Greer R, Goodfellow S, Bulic A
Association of alternative polysomnographic features with patient outcomes in obstructive sleep apnea: a systematic review.
Hajipour M, Baumann B, Azarbarzin A, Allen AJH, Liu Y, Fels S, Goodfellow S, Singh A, Jen R, Ayas NT
An integration engineering framework for machine learning in healthcare.
Assadi A, Laussen PC, Goodwin AJ, Goodfellow S, Dixon W, Greer RW, Jegatheeswaran A, Singh D, McCradden M, Gallant SN, Goldenberg A, Eytan D, Mazwi ML
Using heart rhythm detection as a prototype to translate machine learning equitably and reproducibly to the point of care
Principal investigators: Mazwi, Mjaye L; Goodfellow, Sebastian D
Keywords: Arrhythmia; Artificial Intelligence; Critical Care Medicine
A study of induced seismicity: From micro- to macro-scale
Principal investigators: Goodfellow, Sebastian
A study of induced seismicity: From micro- to macro-scale
Principal investigators: Goodfellow, Sebastian
Automated Geological and Structural Mapping of Open Pit Mines using Unmanned Aerial Vehicle (UAV) Systems and Machine Learning
Principal investigators: Esmaeili, Kamran
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Critical Care Medicine
- Clinical Public Health Division
- Surgery
- Other
Co-authors at University of Toronto, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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